Title
MS-Temba: Multi-Scale Temporal Mamba for Understanding Long Untrimmed Videos Arkaprava Sinha Monish Soundar Raj Pu Wang Ahmed Helmy Srijan Das Srijan Das Mamba 476 5 0 10 Jan 2025
VMamba: Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024 Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 952 1,431 0 31 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Yunxiang Fu Meng Lou Yizhou Yu 572 18 0 16 Dec 2024
MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection Yonghao Dang Liyuan Liu Hui Kang Ping Ye Jianqin Yin Mamba 318 2 0 02 Dec 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image GenerationNeural Information Processing Systems (NeurIPS), 2024 Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 618 12 0 06 Nov 2024
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation Yufeng Jiang Zongxi Li Xiangyan Chen Haoran Xie Jing Cai Mamba 232 7 0 31 Oct 2024
Exploring contextual modeling with linear complexity for point cloud segmentation Yong Xien Chng Xuchong Qiu Yizeng Han Yifan Pu Jiewei Cao Gao Huang Mamba 196 1 0 28 Oct 2024
Topology-aware Mamba for Crack Segmentation in StructuresAutomation in Construction (Autom. Constr.), 2024 Xin Zuo Yu Sheng Jifeng Shen Yongwei Shan Mamba 104 15 0 25 Oct 2024
UMambaAdj: Advancing GTV Segmentation for Head and Neck Cancer in MRI-Guided RT with UMamba and nnU-Net ResEnc Planner Jintao Ren Kim Hochreuter Jesper Folsted Kallehauge Stine Korreman Mamba 86 1 0 16 Oct 2024
UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba Li Wu Wenbin Pei Jiulong Jiao Qiang Zhang Mamba AI4TS 159 3 0 15 Oct 2024
V2M: Visual 2-Dimensional Mamba for Image Representation Learning Chengkun Wang Wenzhao Zheng Yuanhui Huang Jie Zhou Jiwen Lu Mamba 128 5 0 14 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024 Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 256 17 0 09 Oct 2024
A Deep Learning-Based Approach for Mangrove Monitoring Lucas José Velôso de Souza Ingrid Valverde Reis Zreik Adrien Salem-Sermanet Nacéra Seghouani Lionel Pourchier 79 1 0 07 Oct 2024
Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces ModelsSpoken Language Technology Workshop (SLT), 2024 Xiaoxue Gao Nancy F. Chen Mamba 173 10 0 27 Sep 2024
Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO Ali Badiezadeh Amin Malekmohammadi Seyed Mostafa Mirhassani Parisa Gifani Majid Vafaeezadeh Mamba 159 2 0 24 Sep 2024
Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET Imaging Jintao Ren Muheng Li Stine Korreman OOD MedIm 44 0 0 20 Sep 2024
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Georgios Pantazopoulos Malvina Nikandrou Alessandro Suglia Oliver Lemon Arash Eshghi Mamba 257 4 0 09 Sep 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 131 12 0 26 Aug 2024
MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image SegmentationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Chaowei Chen Li Yu Shiquan Min Shunfang Wang Mamba 268 15 0 25 Aug 2024
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing ImagesIEEE Geoscience and Remote Sensing Letters (GRSL), 2024 Enze Zhu Zhan Chen Dingkai Wang Hanru Shi Xiaoxuan Liu Lei Wang Mamba 173 23 0 21 Aug 2024
MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering Yonglin Tian Songlin Bai Zhiyao Luo Yutong Wang Yisheng Lv Fei-Yue Wang Mamba 177 5 0 21 Aug 2024
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Simiao Lai Chang Liu Jiawen Zhu Ben Kang Yang Liu Dong Wang Huchuan Lu Mamba 197 9 0 15 Aug 2024
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba Yunxiang Fu Chaoqi Chen Yizhou Yu Mamba 420 4 0 05 Aug 2024
A Survey of Mamba Shuwei Shi Shibing Chu Rui An Wenqi Fan Yuee Xie Hui Liu Yuanping Chen Qing Li AI4CE 439 67 0 02 Aug 2024
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network Yinlong Xu Xiaoqiang Liu Zitai Kong YiXuan Wu Yue Wang Yingzhou Lu Hong-Yan Gao Jian Wu Hongxia Xu Mamba 190 9 0 30 Jul 2024
EEG-SSM: Leveraging State-Space Model for Dementia Detection Xuan-The Tran Linh Le Quoc Toan Nguyen T. Do Chin-Teng Lin 83 7 0 25 Jul 2024
GroupMamba: Efficient Group-Based Visual State Space Model Abdelrahman M. Shaker Syed Talal Wasim Salman Khan Juergen Gall Fahad Shahbaz Khan Mamba 174 4 0 18 Jul 2024
OPa-Ma: Text Guided Mamba for 360-degree Image Out-painting Penglei Gao Kai Yao Tiandi Ye Steven Wang Yuan Yao Xiaofeng Wang Mamba 171 5 0 15 Jul 2024
SliceMamba with Neural Architecture Search for Medical Image Segmentation Chao Fan Hongyuan Yu Yan Huang Liang Wang Zhenghan Yang Xibin Jia Mamba 147 1 0 11 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Jianlong Wu Yue Yu Guohao Li Ming-Hsuan Yang Liqiang Nie M. Zhang Mamba 406 9 0 08 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying Zang Ziyue Li MedIm Mamba 220 28 0 01 Jul 2024
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model Hao Sun Yubo Ai Jiahao Lu Chuxin Wang Jiacheng Deng Hanzhi Chang Yanzhe Liang Wenfei Yang Shifeng Zhang Tianzhu Zhang Mamba 145 0 0 25 Jun 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba Yuchen Zou Yineng Chen Zuchao Li Lefei Zhang Hai Zhao 271 2 0 24 Jun 2024
Autoregressive Pretraining with Mamba in Vision Sucheng Ren Xianhang Li Haoqin Tu Feng Wang Fangxun Shu ... L. Yang Peng Wang Heng Wang Alan Yuille Cihang Xie Mamba 219 16 0 11 Jun 2024
MambaLRP: Explaining Selective State Space Sequence Models F. Jafari G. Montavon Klaus-Robert Müller Oliver Eberle Mamba 447 20 0 11 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Abbas Khan Muhammad Asad Ziquan Liu C. Roney Gregory Slabaugh Mamba 179 7 0 09 Jun 2024
Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning Jiahang Cao Qiang Zhang Ziqing Wang Jiaxu Wang Hao Cheng Yecheng Shao Wen Zhao Gang Han Yijie Guo Zhanchen Zhu Mamba 176 2 0 04 Jun 2024
Image Deraining with Frequency-Enhanced State Space Model Shugo Yamashita Masaaki Ikehara 157 9 0 26 May 2024
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning Qingdong He Jiangning Zhang Jinlong Peng Haoyang He Yabiao Wang Chengjie Wang 3DPC 191 30 0 24 May 2024
Mamba-R: Vision Mamba ALSO Needs RegistersComputer Vision and Pattern Recognition (CVPR), 2024 Feng Wang Jiahao Wang Sucheng Ren Guoyizhe Wei J. Mei Wei Shao Yuyin Zhou Yaoyao Liu Cihang Xie Mamba 252 24 0 23 May 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Arda C. Demirtas Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 497 40 0 22 May 2024
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model Siavash Shams Sukru Samet Dindar Xilin Jiang N. Mesgarani Mamba 244 37 0 20 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 215 72 0 07 May 2024
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space Hui Ma Sen Lei Turgay Celik Heng-Chao Li Mamba 341 27 0 03 May 2024
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges Badri N. Patro Vijay Srinivas Agneeswaran Mamba 292 72 0 24 Apr 2024
A Survey on Visual Mamba Hanwei Zhang Ying Zhu Dan Wang Lijun Zhang Tianxiang Chen Zi Ye Mamba 275 133 0 24 Apr 2024
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs Zhihao Chen Yiyuan Ge Mamba 207 9 0 22 Apr 2024
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion Xinghan Wang Zixi Kang Yadong Mu Mamba 250 17 0 17 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Tianlin Li Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 358 79 0 15 Apr 2024
A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion Zihan Cao Xiao Wu Liang-Jian Deng Yu Zhong Mamba 134 15 0 14 Apr 2024

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Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining

Papers citing "Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining"